Time Series Analysis

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Sequential • 11 methods

Time series analysis comprises methods for analyzing time series data in order to extract meaningful statistics and other characteristics of the data.

Methods

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Method	Year	Papers
DTW	2000	149
ROCKET ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels	2019	73
InceptionTime InceptionTime: Finding AlexNet for Time Series Classification	2019	17
EMF Motor-Imagery-Based Brain Computer Interface using Signal Derivation and Aggregation Functions	2021	13
FLICA Coordination Event Detection and Initiator Identification in Time Series Data	2016	3
Low Rank Tensor Learning Paradigms	2000	2
Enhanced Fusion Framework Motor-Imagery-Based Brain Computer Interface using Signal Derivation and Aggregation Functions	2021	2
srBTAW (BTW) Technical Reports Compilation: Detecting the Fire Drill Anti-pattern Using Source Code and Issue-Tracking Data	2021	1
NearestAdvocate Nearest advocate: a novel event-based time delay estimation algorithm for multi-sensor time-series data synchronization	2024	1